Topics: data mining, classification, Naıve Bayes Classifiers, Nearest Neighbour Classification, decision tree, continuous attributes, entropy, ROC, ensemble classification, comparing classifiers, association rule mining, clustering, text mining, classifying streaming data

Topics: probability, Probability Distribution, Probability Densitiy, Mathematical Expectation, Special Probability Distribution, Special Probability Density, Random Variables, Sampling Distributions, Decision Theory, Point Estimation, Interval Estimation, Hypothesis Testing, Regression, Correlation

Topics: probability, Probability Distribution, Probability Densitiy, Mathematical Expectation, Special Probability Distribution, Special Probability Density, Random Variables, Sampling Distributions, Decision Theory, Point Estimation, Interval Estimation, Hypothesis Testing, Regression, Correlation

Topics: Theories of Probability, priori probability, Axiomatic theory of probability, Collecting Statistical Data, Tabulated Presentation of Data, Diagrammatic Presentation of Data, Graphic Presentation of Data, Central Tendency, Dispersion, Dispersion, Correlation, Chi-Square Test, Normal Curve, Sampling Distribution, Normal Distribution, Statistical Decision, Variance-Ratio Test, Analysis of Variance, ANOVA, Nonparametric Statistical Tests, Statistical Quality Control in Clinical Laboratories, Quality Control Measures, Applications of Microsoft Excel in Statistical Methods

Topics: investment portfolio management, investment management, Portfolio Management, investment, investment constraints, Investment Policy Statement, asset allocation, pension funds, insurance, Institutional Investors, capital market expectations, economic analysis, business cycle analysis, economic growth trends, exogenous trends, economic forecasting, Monte Carlo Simulation, asset management, liability management, currency risk management decisions, human capital, Strategic Asset Allocation, Fixed-Income Portfolio Management, International Bond Investing, currency risk, breakeven spread analysis, Equity Portfolio Management, Passive Equity Investing, Equity Indices, equity investing, Alternative Investments Portfolio Management, real estate, private equity, venture capital, commodity investments, hedge funds, managed futures, distressed securities, Risk Management, risk, market risk, measuring risk, managing risk, Portfolio Performance evaluation, performance management, Global Investment Performance Standards

Topics: Sources of Finance, Finance, Financial Resources, Working Capital Management, Share Valuation, Capital Formation, capital, Financial Decision, Liquidity, Compounding Techniques, Financial Planning, Financial Control, Profit Planning, Profit Control, Dividend Policy, Leasing, Venture Capital, Bank Credit, Capital Market, Money Market, Credit Creation, Credit, Credit Instruments, Monetary Policy

Topics: Financial Management, Profit maximization, Wealth maximization, Financial Management, Finance Manager, Financial Statement Analysis, Funds Flow Statement, Cash Flow Statement, Ratio Analysis, Sources of Finance, Equity Shares, Preference Shares, Deferred Shares, No Par Shares, Creditorship securities, Internal Finance, Loan Financing, Capitalization, Capital, capital structure, Optimum Capital Structure, Capital Structure Theories, Cost of Capital, Dividend Decision, Dividend Policy, Capital Budgeting, Working Capital, Inventory Management, Cash Management, Receivable Management, Lease Financing, Venture Capital, Factoring, Foreign Direct Investment, Merchant Banking, Credit Rating, Mutual Funds, Financial System, Industrial Finance Corporation of India, Industrial Credit and Investment Corporation of India, Industrial Development Bank of India, Industrial Reconstruction Bank of India, State Finance Corporation, Export Import Bank, National Bank for Agricultural and Rural Development, Financial Markets, Share Market Terminology

Topics: Bank Lending, Loan Administration, Lending, Lending Procedures, Lending Administration, Credit Administration, Lending Appraisals, Lending Decisions, Term Loans, Real Estate Loans, Working Capital Loans, Agricultural Loans, Installment Loans, Secured Loans, Loan Monitoring, Loan Supervision, Collateral Security, Credit Insurance, Export Credit Protection, Credit Administration, Credit Investigation, Loan Work out Situations, Financial Statement, Analysis, Asset Management, Liability Management, Investment Securities

Topics: Economic Resources, Economic systems, Business Ethics, Social Responsibility, Entrepreneurship, Business Ownership, Business Operations, Business Management, Money, Financial Institutions, Advertising, Marketing, Human Resources, Human Resources Management, Career Planning, Consumer Decisions, Consumer Rights, Consumer Responsibilities, Protecting Consumers, Credit, Money Management, Managing Personal Finances, Checking Accounts, Savings Accounts, Investing, Real Estate, Investment Options, Vehicle Insurance, Property Insurance, Life, Insurance, Health Insurance

Topics: Mathematical Tools, Equation, Inequalities, Simultaneous Equations, Linear Functions, Linear Inequalities, Matrix Algebra, Applied Differential Calculus, Sets, Set Operations, Probability Theory, Correlation Theory, Forecasting, Time-Series Analysis, Index Numbers, Inventory Control, Decision Analysis, Network Planning, Network Analysis, Arithmetic Progression, Geometric Progression, Interest Rate, Depreciation, Present Values, Investment Analysis, Statistics, Sampling Techniques, Marketing